| Number of Variables | 10 |
|---|---|
| Number of Rows | 3921 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 516.9 KB |
| Average Row Size in Memory | 135.0 B |
| Variable Types |
|
| CustomerID is skewed | Skewed |
|---|---|
| Recency is skewed | Skewed |
| Frequency is skewed | Skewed |
| Monetary is skewed | Skewed |
| RFMScoreGroup is skewed | Skewed |
| R has constant length 1 | Constant Length |
| F has constant length 1 | Constant Length |
| M has constant length 1 | Constant Length |
| RFMScore has constant length 1 | Constant Length |
numerical
| Approximate Distinct Count | 3921 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 61.3 KB |
| Mean | 15561.4716 |
| Minimum | 12346 |
| Maximum | 18287 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 12346 |
|---|---|
| 5-th Percentile | 13094 |
| Q1 | 14208 |
| Median | 15569 |
| Q3 | 16913 |
| 95-th Percentile | 18015 |
| Maximum | 18287 |
| Range | 5941 |
| IQR | 2705 |
| Mean | 15561.4716 |
|---|---|
| Standard Deviation | 1576.8237 |
| Variance | 2.4864e+06 |
| Sum | 6.1017e+07 |
| Skewness | -0.0112 |
| Kurtosis | -1.1861 |
| Coefficient of Variation | 0.1013 |
numerical
| Approximate Distinct Count | 302 |
|---|---|
| Approximate Unique (%) | 7.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 61.3 KB |
| Mean | 92.7223 |
| Minimum | 1 |
| Maximum | 374 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 3 |
| Q1 | 18 |
| Median | 51 |
| Q3 | 143 |
| 95-th Percentile | 311 |
| Maximum | 374 |
| Range | 373 |
| IQR | 125 |
| Mean | 92.7223 |
|---|---|
| Standard Deviation | 99.5285 |
| Variance | 9905.9287 |
| Sum | 363564 |
| Skewness | 1.2449 |
| Kurtosis | 0.4407 |
| Coefficient of Variation | 1.0734 |
numerical
| Approximate Distinct Count | 443 |
|---|---|
| Approximate Unique (%) | 11.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 61.3 KB |
| Mean | 90.3711 |
| Minimum | 1 |
| Maximum | 7847 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 4 |
| Q1 | 17 |
| Median | 41 |
| Q3 | 99 |
| 95-th Percentile | 314 |
| Maximum | 7847 |
| Range | 7846 |
| IQR | 82 |
| Mean | 90.3711 |
|---|---|
| Standard Deviation | 217.7962 |
| Variance | 47435.1651 |
| Sum | 354345 |
| Skewness | 18.662 |
| Kurtosis | 539.721 |
| Coefficient of Variation | 2.41 |
numerical
| Approximate Distinct Count | 3856 |
|---|---|
| Approximate Unique (%) | 98.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 61.3 KB |
| Mean | 1863.9101 |
| Minimum | 0 |
| Maximum | 259657.3 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 110.75 |
| Q1 | 300.04 |
| Median | 651.82 |
| Q3 | 1575.89 |
| 95-th Percentile | 5493.46 |
| Maximum | 259657.3 |
| Range | 259657.3 |
| IQR | 1275.85 |
| Mean | 1863.9101 |
|---|---|
| Standard Deviation | 7481.9222 |
| Variance | 5.5979e+07 |
| Sum | 7.3084e+06 |
| Skewness | 20.193 |
| Kurtosis | 553.414 |
| Coefficient of Variation | 4.0141 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 252.7 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 3921 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 252.7 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 3921 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 252.7 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 3921 |
categorical
| Approximate Distinct Count | 7 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 252.7 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 3921 |
numerical
| Approximate Distinct Count | 27 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 61.3 KB |
| Mean | 240.9199 |
| Minimum | 111 |
| Maximum | 333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 111 |
|---|---|
| 5-th Percentile | 111 |
| Q1 | 211 |
| Median | 222 |
| Q3 | 322 |
| 95-th Percentile | 333 |
| Maximum | 333 |
| Range | 222 |
| IQR | 111 |
| Mean | 240.9199 |
|---|---|
| Standard Deviation | 77.6854 |
| Variance | 6035.015 |
| Sum | 944647 |
| Skewness | -0.3375 |
| Kurtosis | -1.1211 |
| Coefficient of Variation | 0.3225 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 271.7 KB |
| Mean | 5.948 |
|---|---|
| Standard Deviation | 1.5693 |
| Median | 6 |
| Minimum | 4 |
| Maximum | 8 |
| 1st row | Platinum |
|---|---|
| 2nd row | Platinum |
| 3rd row | Platinum |
| 4th row | Platinum |
| 5th row | Platinum |
| Count | 23322 |
|---|---|
| Lowercase Letter | 19401 |
| Space Separator | 0 |
| Uppercase Letter | 3921 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |